Energy-Efficient Object Tracking Using Adaptive ROI Subsampling and Deep Reinforcement Learning
Recent innovations in ROI camera systems have opened up the avenue for exploring energy optimization techniques like adaptive subsampling.Generally speaking, image frame capture and read-out demand high power consumption.ROI camera systems make it possible to exploit the inverse relation between energy consumption and spatiotemporal pixel readout t